GPU_guide.txt

installation guide for spot GPU instances :

* MUSTS :
- sudo apt-get update
- sudo apt-get -y dist-upgrade  

- sudo apt-get install -y gcc g++ gfortran build-essential git wget linux-image-generic libopenblas-dev python-dev python-pip python-nose python-numpy python-scipy
- sudo apt-get install -y liblapack-dev
- sudo apt-get install -y libblas-dev

* THEANO :
- sudo pip install --upgrade --no-deps git+git://github.com/Theano/Theano.git / sudo pip install theano 

* KERAS :
- sudo pip install keras
- sudo pip install keras --upgrade

* PANDAS :
- sudo pip install pandas

* IPYTHON
- sudo pip install ipython

* H5 :
- sudo apt-get install libhdf5-dev
- sudo apt-get install cython
- sudo pip install h5py

* CUDA :
- wget http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda-repo-ubuntu1404-7-5-local_7.5-18_amd64.deb
- sudo dpkg -i [deb file]
- rm [deb file]
- sudo apt-get update
- sudo apt-get install -y cuda  

* CUDA-CONFIG : (in home)
$ echo "export PATH=/usr/local/cuda-7.5/bin:$PATH" >> .bashrc
$ echo "export LD_LIBRARY_PATH=/usr/local/cuda-7.5/lib64:$LD_LIBRARY_PATH" >> .bashrc
$ source ~/.bashrc
#- sudo reboot 

* .THEANORC

[global]
floatX = float32
device = gpu
optimizer = fast_run
 
[lib]
cnmem = 0.95
 
[nvcc]
fastmath = True
 
[blas]
ldflags = -llapack -lblas

[cuda]
root=/usr/local/cuda-7.5

* DATA :
- wget https://www.dropbox.com/s/6hf0vchg9i57rks/cities_weather.zip?dl=0